NantiCrawl
NantiCrawl
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Load Dataset oneOfEach
this notebook is manipulating raw N-Quads of the webdatacomons in order to extract a subset representing a particular topic, in our case Nantes, a French city.We will :
- Do basic observations on the data using filtering and counting
- Create a filter representing our basic Nantes.
- Join the data with itself to extend the neighbourhood.
Statistics
NQuads : 61096605
Types: 15490332
- rdf:type : 14974256 - 96%
- microdataItem : 516076
- Leafs : 37946629 - 83% - 62% Overall
- blankNodes : 7659644
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RDF predicates
A first look at the data and some basic aggregate count later, we see what are the most popular predicate on webages.
- rdf:type is the most common and that make sense! 15-25% estimate
- vcard addresses seems more comon than schema.org addresses
- Schema.org has many Address predicates
- … Take a look
rdf:types Objects
Similarly, we can observe the rdf:type predicate and see what types of objects it describes the most. using filtering we can refine our search
- The fields let you parameterize the query.
- Fields are using SQL 'LIKE' syntax, please also keep the quotes
- …
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cnt | predicate |
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| 110,322 | <http://www.schema.org/SiteNavigationElement/url> |
| 97,812 | <http://www.schema.org/SiteNavigationElement/name> |
| 88,571 | <http://schema.org/Person/url> |
| 85,697 | <http://schema.org/AggregateRating/ratingValue> |
| 83,548 | <http://schema.org/Organization/name> |
| 76,384 | <http://schema.org/PostalAddress/addressLocality> |
| 72,268 | <http://schema.org/Offer/availability> |
| 69,226 | <http://schema.org/PostalAddress/addressRegion> |
| 67,251 | <http://schema.org/Product/brand> |
| 66,891 | <http://schema.org/Product/description> |
| 66,290 | <http://data-vocabulary.org/Person/title> |
| 65,037 | <http://schema.org/ImageObject/keywords> |
| 60,925 | <http://schema.org/TVSeries/name> |
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cnt | object |
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| 988 | <http://schema.org/Hospital> |
| 244 | <http://www.sheknows.com> |
| 42 | <https://www.osc.edu/> |
| 21 | <http://oh-tech.org> |
| 9 | <http://www.cubavera.com/pants/drawstring-linen-pant/C8FB0147DS.html> |
| 6 | <http://gcmd.nasa.gov/learn/datasets.html> |
| 6 | <http://www.cubavera.com/shorts/flat-front-linen%2Fcotton-washed-colored-short/CFSB0011DS.html> |
| 5 | <http://littlegreenfootballs.com> |
| 4 | <http://www.calstatela.edu/block/footer-accessibility-plug-button> |
| 4 | <http://www.narconon.org/> |
| 4 | <https://www.ohiohighered.org/> |
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cnt | predicate |
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| 14 | <http://www.w3.org/1999/xhtml/microdata#item> |
| 32 | null |
| 4 | <http://purl.org/dc/terms/title> |
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predicate | object | graph | subject |
|---|---|---|---|
| null | null | null | null |
| null | null | null | null |
| null | null | null | null |
| null | null | null | null |
| null | null | null | null |
| null | null | null | null |
| null | null | null | null |
| null | null | null | null |
| <http://www.w3.org/1999/xhtml/microdata#item> | _:node91f6a9ac8f7e7f8c64e749d3a86da6 | <http://www.easytobook.com/nl/frankrijk/loire-atlantique/nantes/best-western-hotel-de-la-regate-52337/> | <http://www.easytobook.com/nl/frankrijk/loire-atlantique/nantes/best-western-hotel-de-la-regate-52337/> |
| <http://www.w3.org/1999/xhtml/microdata#item> | _:node739855ddd7f79ac1bb7eabb44a28e1 | <http://www.easytobook.com/nl/frankrijk/loire-atlantique/nantes/best-western-hotel-de-la-regate-52337/> | <http://www.easytobook.com/nl/frankrijk/loire-atlantique/nantes/best-western-hotel-de-la-regate-52337/> |
| <http://www.w3.org/1999/xhtml/microdata#item> | _:node40cf2b91c079386c8a5e545bde448ccf | <http://www.easytobook.com/nl/frankrijk/loire-atlantique/nantes/best-western-hotel-de-la-regate-52337/> | <http://www.easytobook.com/nl/frankrijk/loire-atlantique/nantes/best-western-hotel-de-la-regate-52337/> |
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predicate | cnt | cnt1 |
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| null | 32 | null |
| <http://purl.org/dc/terms/title> | 4 | 4 |
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We look for predicate that describes Nantes with as much uniqness as possible
Basic filtering
Applied to the whole data in a single read.
We search for a few post code matching the city and the city name inside the NQuads.
We filter the search on some very specific predicate.
Sibligns
Here comes the issue, to find any form of neighbourhood we need to join the data to the original dataset. if its a small set then we can broadcast but here is the general method.
Parent / children
Capturing the parent node enable a second row much faster. Same for eventual children
Graph and Subject
A problem of the raw input is that it does not distinguish between subjet String, IRI, or blank node.
Therefore, the join need to be done using both columns. We can here benefit from having sorting it by graph
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subject | predicate | object | graph |
|---|---|---|---|
| null | null | null | null |
| null | null | null | null |
| null | null | null | null |
| <http://www.accorhotels.com/fr/hotel-2527-ibis-budget-nantes-ouest-saint-herblain-coueron/services.shtml> | <http://purl.org/dc/terms/title> | "ibis budget Nantes Ouest Saint Herblain Coueron - Services disponibles \u00E0 l'hotel ibis budget Nantes Ouest Saint Herblain Coueron situ\u00E9 \u00E0 COUERON"@fr | <http://www.accorhotels.com/fr/hotel-2527-ibis-budget-nantes-ouest-saint-herblain-coueron/services.shtml> |
| <http://www.accorhotels.com/fr/hotel-2527-ibis-budget-nantes-ouest-saint-herblain-coueron/services.shtml> | <http://www.w3.org/1999/xhtml/microdata#item> | _:node6d63c537ea41cdda6cf4ced8869cfb | <http://www.accorhotels.com/fr/hotel-2527-ibis-budget-nantes-ouest-saint-herblain-coueron/services.shtml> |
| <http://www.accorhotels.com/fr/hotel-2527-ibis-budget-nantes-ouest-saint-herblain-coueron/services.shtml> | <http://www.w3.org/1999/xhtml/microdata#item> | _:nodedf51bb4b43af751cc5f36f647b71da | <http://www.accorhotels.com/fr/hotel-2527-ibis-budget-nantes-ouest-saint-herblain-coueron/services.shtml> |
| <http://www.accorhotels.com/fr/hotel-2527-ibis-budget-nantes-ouest-saint-herblain-coueron/services.shtml> | <http://www.w3.org/1999/xhtml/microdata#item> | _:nodee03c6da7edb1f12d2caf5eccc17375e4 | <http://www.accorhotels.com/fr/hotel-2527-ibis-budget-nantes-ouest-saint-herblain-coueron/services.shtml> |
| <http://www.accorhotels.com/fr/hotel-2527-ibis-budget-nantes-ouest-saint-herblain-coueron/services.shtml> | <http://www.w3.org/1999/xhtml/microdata#item> | _:node49e82565e22b4f3d6cea18232e1caa | <http://www.accorhotels.com/fr/hotel-2527-ibis-budget-nantes-ouest-saint-herblain-coueron/services.shtml> |
| <http://www.accorhotels.com/fr/hotel-2527-ibis-budget-nantes-ouest-saint-herblain-coueron/services.shtml> | <http://www.w3.org/1999/xhtml/microdata#item> | _:nodebf755f7098e735dbb4b6bca8197fe96f | <http://www.accorhotels.com/fr/hotel-2527-ibis-budget-nantes-ouest-saint-herblain-coueron/services.shtml> |
| <http://www.easytobook.com/nl/frankrijk/loire-atlantique/nantes/best-western-hotel-de-la-regate-52337/> | <http://purl.org/dc/terms/title> | "Best Western Plus Hotel de la Regate Nantes | 234 beoordelingen, tarieven en foto's | Boek online | Easytobook.com"@nl | <http://www.easytobook.com/nl/frankrijk/loire-atlantique/nantes/best-western-hotel-de-la-regate-52337/> |
| <http://www.easytobook.com/nl/frankrijk/loire-atlantique/nantes/best-western-hotel-de-la-regate-52337/> | <http://www.w3.org/1999/xhtml/microdata#item> | _:node40cf2b91c079386c8a5e545bde448ccf | <http://www.easytobook.com/nl/frankrijk/loire-atlantique/nantes/best-western-hotel-de-la-regate-52337/> |
| <http://www.easytobook.com/nl/frankrijk/loire-atlantique/nantes/best-western-hotel-de-la-regate-52337/> | <http://www.w3.org/1999/xhtml/microdata#item> | _:node5ea63824d959ee28c2f8d0fc1fbef9c1 | <http://www.easytobook.com/nl/frankrijk/loire-atlantique/nantes/best-western-hotel-de-la-regate-52337/> |
| <http://www.easytobook.com/nl/frankrijk/loire-atlantique/nantes/best-western-hotel-de-la-regate-52337/> | <http://www.w3.org/1999/xhtml/microdata#item> | _:node739855ddd7f79ac1bb7eabb44a28e1 | <http://www.easytobook.com/nl/frankrijk/loire-atlantique/nantes/best-western-hotel-de-la-regate-52337/> |
| <http://www.easytobook.com/nl/frankrijk/loire-atlantique/nantes/best-western-hotel-de-la-regate-52337/> | <http://www.w3.org/1999/xhtml/microdata#item> | _:node91f6a9ac8f7e7f8c64e749d3a86da6 | <http://www.easytobook.com/nl/frankrijk/loire-atlantique/nantes/best-western-hotel-de-la-regate-52337/> |
| <http://www.easytobook.com/nl/frankrijk/loire-atlantique/nantes/best-western-hotel-de-la-regate-52337/> | <http://www.w3.org/1999/xhtml/microdata#item> | _:node37e9f278b22b7dd7d5ff2b76b56adb78 | <http://www.easytobook.com/nl/frankrijk/loire-atlantique/nantes/best-western-hotel-de-la-regate-52337/> |
| <http://www.misterwhat.fr/company/2073612-la-presquile-nantes> | <http://purl.org/dc/terms/title> | "La Presqu'Ile Nantes 44000, Association Humanitaire" | <http://www.misterwhat.fr/company/2073612-la-presquile-nantes> |
| <http://www.misterwhat.fr/company/2073612-la-presquile-nantes> | <http://www.w3.org/1999/xhtml/microdata#item> | _:node363d24269272377ec4627c28b8a5b713 | <http://www.misterwhat.fr/company/2073612-la-presquile-nantes> |
| <http://www.misterwhat.fr/company/2073612-la-presquile-nantes> | <http://www.w3.org/1999/xhtml/microdata#item> | _:node5e7463d2dded93a15999876a73881ba | <http://www.misterwhat.fr/company/2073612-la-presquile-nantes> |
| <http://www.pagesjaunes.fr/pros/09554543> | <http://purl.org/dc/terms/title> | "\n La Banque Postale Nantes (adresse, avis)\n "@fr | <http://www.pagesjaunes.fr/pros/09554543> |
| <http://www.pagesjaunes.fr/pros/09554543> | <http://www.w3.org/1999/xhtml/microdata#item> | _:nodea2293e8bbd830427817a3155c655dcd | <http://www.pagesjaunes.fr/pros/09554543> |
| <http://www.pagesjaunes.fr/pros/09554543> | <http://www.w3.org/1999/xhtml/microdata#item> | _:node7a944a973b6686d52881273e770b57f | <http://www.pagesjaunes.fr/pros/09554543> |
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After we've grouped our data together, we begin to see patterns but also noise. more importantly, Entities remain as different rows and we would like to assemble them together.
In order to find the address card we need to associate the predicates representing an address together. we use pivoting to do so since we already have already extracted the data
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graph |
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| <http://0-100.hotnews.ro/2012/09/18/dacia-va-opri-productia-logan-mcv-in-noiembrie-si-confirma-ca-la-paris-aduce-noile-sandero-si-logan/> |
| <http://00de128.netsolhost.com/mypgacoach/?p=196> |
| <http://01snab.ru/katalog/rukava_pozharnye_i_rukavnaya_armatura/> |
| <http://02132523.blogspot.com/2008/03/little-pick-me-up.html> |
| <http://02132523.blogspot.com/2008/03/little-pick-me-up.html> |
| <http://02132523.blogspot.com/2008/03/little-pick-me-up.html> |
| <http://02132523.blogspot.com/2008/03/little-pick-me-up.html> |
| <http://02132523.blogspot.com/2008/03/little-pick-me-up.html> |
| <http://02132523.blogspot.com/2008/03/little-pick-me-up.html> |
| <http://091labs.com/2011/05/3dcamp-in-limerick-next-month/> |
| <http://091labs.com/page/3/> |
| <http://091labs.com/page/3/> |
| <http://0lxa.livejournal.com/profile> |
| <http://1-million-dollar-blog.com/the-prospect-of-gold-for-investment/> |
| <http://1-million-dollar-blog.com/the-prospect-of-gold-for-investment/> |
| <http://1-million-dollar-blog.com/the-prospect-of-gold-for-investment/> |
| <http://1-million-dollar-blog.com/the-prospect-of-gold-for-investment/> |
| <http://1-million-dollar-blog.com/the-prospect-of-gold-for-investment/> |
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| <http://10cities10years.com/> |
| <http://10cities10years.com/> |
| <http://10cities10years.com/> |
| <http://10cities10years.com/> |
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| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/dikis/patchwork/> |
| <http://10marifet.org/etiket/kece-atolyesi/> |
| <http://10marifet.org/etiket/kece-atolyesi/> |
| <http://10marifet.org/etiket/kece-atolyesi/> |
| <http://10marifet.org/etiket/kece-atolyesi/> |
| <http://10marifet.org/etiket/kece-atolyesi/> |
| <http://10marifet.org/etiket/kece-atolyesi/> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10marifet.org/orgu-tig-isi/giysiler/yelekler/page/3> |
| <http://10minutedinners.com/easy-bbq-chicken-pizza/> |
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| <http://10qdetective.blogspot.com/2013/01/sky-is-not-falling-at-trina-solar.html> |
| <http://10qdetective.blogspot.com/2013/01/sky-is-not-falling-at-trina-solar.html> |
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| <http://12160.info/profiles/blog/list?tag=QaedaIsrael&user=zrzl8ltaywnd> |
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| <http://12160.info/profiles/blogs/obama-dead-osama-bin-laden-and> |
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| <http://17andbaking.com/2010/01/13/caffeine-spiked-mini-hostess-cupcakes/?like=1&_wpnonce=68d26d17fa> |
| <http://17andbaking.com/2010/01/13/caffeine-spiked-mini-hostess-cupcakes/?like=1&_wpnonce=68d26d17fa> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/01/20/buttercream-in-bloom/?like=1&source=post_flair&_wpnonce=1c9f85538d> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2010/04/20/tall-soft-biscuits/?like=1&_wpnonce=dee27eefe3> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17andbaking.com/2011/07/01/lemon-basil-olive-oil-cake/?like=1&source=post_flair&_wpnonce=9514d1f115> |
| <http://17daysgreensboro.org/> |
| <http://17daysgreensboro.org/> |
| <http://1885.no/info/forsvarets-spesialkommando-fritidsklubb> |
| <http://1885.no/info/forsvarets-spesialkommando-fritidsklubb> |
| <http://18wosmexican.mexico-foro.com/t283-pack-de-camiones-kenworth-t800-by-maluco> |
| <http://1914-1918.invisionzone.com/forums/index.php?app=calendar&module=calendar&cal_id=1> |
| <http://1914-1918.invisionzone.com/forums/index.php?app=calendar&module=calendar&cal_id=1> |
| <http://1914-1918.invisionzone.com/forums/index.php?app=calendar&module=calendar&cal_id=1> |
| <http://1914-1918.invisionzone.com/forums/index.php?app=calendar&module=calendar&cal_id=1> |
| <http://1914-1918.invisionzone.com/forums/index.php?app=calendar&module=calendar&cal_id=1> |
| <http://1914-1918.invisionzone.com/forums/index.php?app=calendar&module=calendar&cal_id=1> |
| <http://1914-1918.invisionzone.com/forums/index.php?app=calendar&module=calendar&cal_id=1> |
| <http://1914-1918.invisionzone.com/forums/index.php?app=calendar&module=calendar&cal_id=1> |
| <http://1914-1918.invisionzone.com/forums/index.php?app=calendar&module=calendar&cal_id=1> |
| <http://1914-1918.invisionzone.com/forums/index.php?app=calendar&module=calendar&cal_id=1> |
| <http://1914-1918.invisionzone.com/forums/index.php?app=calendar&module=calendar&cal_id=1> |
| <http://1914-1918.invisionzone.com/forums/index.php?app=calendar&module=calendar&cal_id=1> |
| <http://1914-1918.invisionzone.com/forums/index.php?showtopic=179902&pid=1748397&st=0> |
| <http://1914-1918.invisionzone.com/forums/index.php?showtopic=179902&pid=1748397&st=0> |
| <http://1914-1918.invisionzone.com/forums/index.php?showtopic=179902&pid=1748397&st=0> |
| <http://1914-1918.invisionzone.com/forums/index.php?showtopic=179902&pid=1748397&st=0> |
| <http://1914-1918.invisionzone.com/forums/index.php?showtopic=179902&pid=1748397&st=0> |
| <http://1914-1918.invisionzone.com/forums/index.php?showtopic=179902&pid=1748397&st=0> |
| <http://1914-1918.invisionzone.com/forums/index.php?showtopic=179902&pid=1748397&st=0> |
| <http://1914-1918.invisionzone.com/forums/index.php?showtopic=179902&pid=1748397&st=0> |
| <http://1914-1918.invisionzone.com/forums/index.php?showtopic=179902&pid=1748397&st=0> |
| <http://1914-1918.invisionzone.com/forums/index.php?showtopic=179902&pid=1748397&st=0> |
| <http://1940s.org/page/19> |
| <http://1940s.org/page/19> |
+
+
———————————————————————– Work area ———————————————————————–
+
+
+
+
+
+
+
+
+
+
cnt | object |
|---|---|
| 1,879,079 | <http://www.w3.org/2006/vcard/ns#Location> |
| 1,874,391 | <http://www.w3.org/2006/vcard/ns#Address> |
| 1,597,900 | <http://xmlns.com/foaf/0.1/Person> |
| 1,498,363 | <http://www.w3.org/2002/12/cal/icaltzd#Vevent> |
| 1,363,474 | <http://www.w3.org/2006/vcard/ns#Name> |
| 1,363,345 | <http://www.w3.org/2006/vcard/ns#VCard> |
| 757,739 | <http://vocab.sindice.net/any23#hrecipe/Ingredient> |
| 643,000 | <http://sindice.com/hlisting/0.1/Listing> |
| 643,000 | <http://sindice.com/hlisting/0.1/Lister> |
| 430,494 | <http://purl.org/stuff/rev#Review> |
| 392,313 | <http://sindice.com/hlisting/0.1/Item> |
+
+
+
+
+
+
File conversion
In order to convert the file to a column based structured parquet file, we match a regexp, the unzipping (.gz) is handled natively by spark, the regexp being greedy and buggy we filter big lines (> 2000 char) mostly articleBody vectors or the like. we loose some information there but avoid as well a lot of noise.
REGEX
The regular expression capture 4 groups Some filtering needs to be done afterwards
Writing result
Results get written to parquet by the cluster without going through driver program.
+
+
+
+
subject | predicate | object | graph |
|---|---|---|---|
| _:node363d24269272377ec4627c28b8a5b713 | <http://schema.org/WebPage/breadcrumb> | "Nantes" | <http://www.misterwhat.fr/company/2073612-la-presquile-nantes> |
| _:node7a944a973b6686d52881273e770b57f | <http://schema.org/Review/reviewBody> | "La banque postal dit dans un de ses article : que quand vous leur \u00E9crivez un r\u00E9ponse de leur bureaux vous serras donn\u00E9 au plus tard 10 apr\u00E8s la r\u00E9ception de votre courrier .\nEt bien moi cela fait depuis le 29 juillet 2015 que j'ai d\u00E9pos\u00E9 ma lettre dans leur bote aux lettres ( comme cela ont vas pas vous r\u00E9pondre : ont la pas re\u00E7us ) et bien toujours pas de r\u00E9ponse et cela malgr\u00E9 mes nombreux appels t\u00E9l\u00E9phoniques .\nAlors conclusion : Mr Mme le directeur( directrice ) du centre financier de Nantes : N'\u00E9criv\u00E9 pas des choses que vous n'\u00EAtes pas capables de respecter ! \nPS: en dates du 19/11/2015 et malgr\u00E9 mon appel de presque 10 jours et bien toujours rien re\u00E7u !\n"@fr | <http://www.pagesjaunes.fr/pros/09554543> |
| _:node55673e057d9a65d1fc9ea2a522986 | <http://schema.org/Product/url> | "http://www.kirklands.com/product/Furniture/Storage-Furniture/Distressed-Black-Nantes-Cabinet/pc/2285/c/2308/176391.uts" | <http://www.kirklands.com/product/Furniture/Storage/Distressed-Black-Nantes-Cabinet/pc/2285/c/2308/176391.uts> |
| _:node8af7a447b86fb68e7d57d7556a709a57 | <http://schema.org/Product/name> | "Nantes - R\u00EDo de Janeiro"@es-fr | <http://www.iberia.com/fr/vuelos-baratos/Rio-de-Janeiro/> |
| _:nodee213b3d5c38051a651ceb8f866792649 | <http://schema.org/Product/name> | "2 bedrooms Apartment-Flat for rent near Vertou, Nantes for 6 people" | <http://www.iha.com/Short-term-rentals-Vertou/qH/> |
| _:node7f2bce3133d128fbb957c67b27f85892 | <http://schema.org/Product/name> | "1 bedroom G\u00C3\u00AEte - Self Catering for rent near Vertou, Nantes for 2 people" | <http://www.iha.com/Short-term-rentals-Vertou/qH/> |
| _:node84876a315683361f8cab5cec9b8c44e5 | <http://schema.org/Product/name> | "Meilleure promotion trouv\u00E9e par d'autres clients concernant les vols Nantes - Casablanca"@fr-fr | <http://www.iberia.com/fr/vols-pas-cher/Nantes-Casablanca/index.html> |
| _:nodef8e9d353762dff31b5a8989ace05932 | <http://schema.org/Product/name> | "Bogot\u00E1 - Nantes"@es-co | <http://www.iberia.com/co/vuelos-baratos/Bogota-Europa/> |
| _:node55673e057d9a65d1fc9ea2a522986 | <http://schema.org/Product/name> | "\n\t\t\t\t\t\t\t\t\tDistressed Black Nantes Cabinet\n\t\t\t\t\t\t\t\t\t" | <http://www.kirklands.com/product/Furniture/Storage/Distressed-Black-Nantes-Cabinet/pc/2285/c/2308/176391.uts> |
Zeppelin